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rfPermute: Estimate Permutation p-Values for Random Forest Importance Metrics
Estimate significance of importance metrics for a Random Forest model by permuting the response variable. Produces null distribution of importance metrics for each predictor variable and p-value of observed. Provides summary and visualization functions for 'randomForest' results.
Getting started
Browse package contents
Package details |
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| Author | Eric Archer [aut, cre] |
| Maintainer | Eric Archer <eric.archer@noaa.gov> |
| License | GPL (>= 2) |
| Version | 2.5.2 |
| URL | https://github.com/EricArcher/rfPermute |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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